Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: NAA20

Gene summary for NAA20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAA20

Gene ID

51126

Gene nameN-alpha-acetyltransferase 20, NatB catalytic subunit
Gene AliasNAT3
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P61599


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
51126NAA20CA_HPV_1HumanCervixCC3.56e-02-5.72e-020.0264
51126NAA20CA_HPV_3HumanCervixCC1.69e-032.14e-010.0414
51126NAA20CCII_1HumanCervixCC1.00e-03-2.86e-010.3249
51126NAA20TumorHumanCervixCC3.57e-135.31e-010.1241
51126NAA20sample3HumanCervixCC1.18e-134.09e-010.1387
51126NAA20L1HumanCervixCC2.71e-051.37e-010.0802
51126NAA20T3HumanCervixCC2.13e-084.27e-010.1389
51126NAA20LZE2DHumanEsophagusHGIN1.73e-021.04e-010.0642
51126NAA20LZE2THumanEsophagusESCC3.44e-051.11e+000.082
51126NAA20LZE4THumanEsophagusESCC4.34e-381.69e+000.0811
51126NAA20LZE7THumanEsophagusESCC2.05e-047.68e-010.0667
51126NAA20LZE8THumanEsophagusESCC3.13e-084.37e-010.067
51126NAA20LZE20THumanEsophagusESCC2.10e-096.98e-010.0662
51126NAA20LZE22D1HumanEsophagusHGIN1.54e-031.08e-010.0595
51126NAA20LZE24THumanEsophagusESCC2.45e-114.70e-010.0596
51126NAA20LZE6THumanEsophagusESCC5.63e-044.65e-010.0845
51126NAA20P1T-EHumanEsophagusESCC1.70e-057.04e-010.0875
51126NAA20P2T-EHumanEsophagusESCC3.18e-307.32e-010.1177
51126NAA20P4T-EHumanEsophagusESCC3.93e-381.17e+000.1323
51126NAA20P5T-EHumanEsophagusESCC1.59e-621.41e+000.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:00064735EsophagusHGINprotein acetylation45/2587201/187236.17e-048.58e-0345
GO:00435435EsophagusHGINprotein acylation51/2587243/187231.33e-031.57e-0251
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:00182061EsophagusESCCpeptidyl-methionine modification12/855213/187236.18e-043.32e-0312
GO:0031365EsophagusESCCN-terminal protein amino acid modification21/855230/187236.17e-032.27e-0221
GO:0006474EsophagusESCCN-terminal protein amino acid acetylation13/855217/187231.00e-023.42e-0213
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:00064731LiverCirrhoticprotein acetylation84/4634201/187237.50e-082.25e-0684
GO:00435431LiverCirrhoticprotein acylation95/4634243/187234.73e-071.07e-0595
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:0018206LiverHCCpeptidyl-methionine modification10/795813/187231.28e-024.61e-0210
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
NAA20SNVMissense_Mutationc.523N>Cp.Glu175Glnp.E175QP61599protein_codingdeleterious(0.04)possibly_damaging(0.536)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
NAA20SNVMissense_Mutationnovelc.172A>Cp.Met58Leup.M58LP61599protein_codingtolerated(0.35)benign(0.02)TCGA-OL-A66P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
NAA20SNVMissense_Mutationnovelc.445N>Ap.Ala149Thrp.A149TP61599protein_codingdeleterious(0)possibly_damaging(0.85)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAA20SNVMissense_Mutationnovelc.481N>Ap.Glu161Lysp.E161KP61599protein_codingtolerated(0.29)benign(0.003)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NAA20SNVMissense_Mutationc.290N>Cp.Glu97Alap.E97AP61599protein_codingdeleterious(0.02)possibly_damaging(0.77)TCGA-DM-A1D8-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
NAA20SNVMissense_Mutationrs748791514c.109G>Ap.Ala37Thrp.A37TP61599protein_codingtolerated(0.2)benign(0.005)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NAA20SNVMissense_Mutationnovelc.526N>Tp.Asp176Tyrp.D176YP61599protein_codingdeleterious(0)possibly_damaging(0.578)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAA20SNVMissense_Mutationrs748791514c.109N>Ap.Ala37Thrp.A37TP61599protein_codingtolerated(0.2)benign(0.005)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAA20SNVMissense_Mutationc.395G>Ap.Arg132Lysp.R132KP61599protein_codingdeleterious(0.02)benign(0.12)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAA20SNVMissense_Mutationnovelc.176N>Ap.Gly59Aspp.G59DP61599protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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